# Revisiting the Arguments for Edge Computing Research

arXiv: https://arxiv.org/abs/2106.12224 · HTML: https://mlsanity.com/paper/2106.12224/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 23 Jun 2021.

## Built on by (most cited first, 2 of 2)

- [Roadmap for Edge AI: A Dagstuhl Perspective](https://mlsanity.com/paper/2112.00616/) (2021)
- [Speculation at a Distance: Where Edge-Cloud Speculative Decoding Actually Pays Off](https://mlsanity.com/paper/2606.25091/) (2026)

## Abstract (arXiv)

This article argues that low latency, high bandwidth, device proliferation, sustainable digital infrastructure, and data privacy and sovereignty continue to motivate the need for edge computing research even though its initial concepts were formulated more than a decade ago.